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Nova is a software application for preventing and detecting hostile Network Reconnaissance. It does this by first creating a large array of thin virtual machines on the target network. These VMs are created using an updated Honeyd to be extremely lightweight. They're not your typical VMs that you ... [More] might see from VirtualBox or VMWare. They just appear to be real from the perspective of the network, and run network "services" which are just shell scripts. Second, Nova uses machine learning algorithms to automatically detect and classify attempts at hostile reconnaissance, so there's no need to go searching manually through your honeypot's log files. [Less]